2 papers
cs.CR2025
Optimal Piecewise-based Mechanism for Collecting Bounded Numerical Data under Local Differential Privacy
Ye Zheng, Sumita Mishra, Yidan Hu
Numerical data with bounded domains is a common data type in personal devices, such as wearable sensors. While the collection of such data is essential for third-party platforms, i…
cs.CR2025
Practical Implications of Implementing Local Differential Privacy for Smart grids
Khadija Hafeez, Mubashir Husain Rehmani, Sumita Mishra +1
Recent smart grid advancements enable near-realtime reporting of electricity consumption, raising concerns about consumer privacy. Differential privacy (DP) has emerged as a viable…